docs: document automatic skill-load marks [3/3]#393
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WalkthroughThe documentation defines automatic ChangesSkill-load observability documentation
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Great work on documenting the skill-load contract across the host and integration surfaces. One docs consistency gap remains outside this diff: docs/nemo-relay-cli/basic-usage.mdx still lists the Claude Code and Codex hook bundles only through PreCompact, while this PR adds UserPromptExpansion to the host-specific docs. That leaves readers with conflicting answers depending on which page they open first. I’d update the top-level hook matrix in the same stack, or explicitly call out the follow-up if it is being deferred.
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Signed-off-by: Will Killian <wkillian@nvidia.com>
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🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Inline comments:
In `@docs/about-nemo-relay/concepts/events.mdx`:
- Around line 117-127: Update the exact event example in the events
documentation to include the envelope fields parent_uuid and timestamp with
their serialized types, matching the implementation’s mark event shape;
alternatively, explicitly label the example as payload-only rather than
complete.
In `@docs/nemo-relay-cli/hermes.mdx`:
- Around line 131-132: The documentation should distinguish the mark payload
from its metadata: rewrite the Hermes `skill_view` description so `data` is said
to contain only `skill_name`, while metadata records `skill_load_source` and
`tool_name`; retain that skill paths are omitted.
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**/*.mdx
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MDX top-of-file SPDX comments must use {/* ... */} delimiters instead of HTML comment delimiters (Must-Fix)
In MDX files, top-of-file comments must use JSX comment delimiters (
{/*to open and*/}to close); do not use HTML comments for MDX SPDX headers
Files:
docs/supported-integrations/about.mdxdocs/supported-integrations/deepagents.mdxdocs/nemo-relay-cli/hermes.mdxdocs/nemo-relay-cli/claude-code.mdxdocs/nemo-relay-cli/codex.mdxdocs/about-nemo-relay/concepts/events.mdxdocs/nemo-relay-cli/basic-usage.mdx
**/*.{md,mdx}
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Update
README.md,fern/, package READMEs, and binding-support notes when public behavior, package names, examples, or supported bindings change.
**/*.{md,mdx}: Prefer the documented public API, not internal shortcuts
Keep package names, repo references, and build commands current
Keep release-process and release-notes guidance in repo-maintainer docs such asRELEASING.md, not as user-facing docs pages orCHANGELOG.md
Keep stable user-facing wrappers atscripts/root in docs and examples; only point at namespaced helper paths when documenting internal maintenance work
When detailed dynamic plugin guides exist, keep Rust native plugin examples, Python worker plugin examples, andgrpc-v1protocol details on separate pagesIf links in documentation change, run
just docs-linkcheck.
Files:
docs/supported-integrations/about.mdxdocs/supported-integrations/deepagents.mdxskills/nemo-relay-setup-observability/SKILL.mddocs/nemo-relay-cli/hermes.mdxdocs/nemo-relay-cli/claude-code.mdxdocs/nemo-relay-cli/codex.mdxdocs/about-nemo-relay/concepts/events.mdxdocs/nemo-relay-cli/basic-usage.mdx
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If code changes alter APIs, bindings, commands, paths, packaging behavior, observability/adaptive semantics, or documented best practices, update any dependent maintainer or consumer skills in the same branch.
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**
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**:AGENTS.md
This file provides guidance to agents, including Claude Code and OpenAI Codex, when working in this repository.
Project Overview
NeMo Relay is a multi-language agent runtime framework for execution scopes, lifecycle events, middleware, plugins, and observability around tool and LLM calls. The core runtime is Rust. Primary supported bindings are Rust, Python, and Node.js. Go and the raw C FFI are experimental and source-first.
The shared runtime model is:
- Scope stacks decide where work belongs and which scope-local behavior is visible.
- Middleware registries decide what guardrails and intercepts run around managed calls.
- Plugins install reusable runtime behavior from configuration.
- Events record runtime behavior in ATOF form.
- Subscribers and exporters consume events in-process or export them to ATIF, OpenTelemetry, OpenInference, or other backends.
Repository Structure
The repository layout separates the Rust runtime, language bindings,
documentation, integrations, and agent-facing skills.crates/ core/ # Rust core runtime crate, published as nemo-relay adaptive/ # Adaptive runtime primitives and plugin components python/ # PyO3 native extension for the Python package ffi/ # Raw C ABI layer used by downstream bindings such as Go node/ # NAPI Node.js binding and JavaScript/TypeScript entry points python/ nemo_relay/ # Python wrapper package: scopes, tools, LLM, middleware, typed helpers, plugins, adaptive helpers tests/ # Python tests go/ nemo_relay/ # Experimental Go CGo binding and tests fern/ # Fern documentation site scripts/ # Stable wrappers and helper scripts; build/test/docs entry points live in justfile skills/ # Published Codex/agent skills for NeMo Relay usage patternsPrerequisites
Insta...
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Flag stale examples, missing SPDX headers where required, and instructions that no longer match CI or pre-commit behavior.
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Usean NVIDIAbefore a noun because the name starts with an 'en' sound.
Do not add a registered trademark symbol afterNVIDIAwhen referring to the company.
Use trademark symbols with product names only when the document type or legal guidance requires them.
Verify official capitalization, spacing, and hyphenation for product names.
Precede NVIDIA product names withNVIDIAon first mention when it is natural and accurate.
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Introduce code blocks, lists, tables, and images with complete sentences.
Write procedures as imperative steps. Keep steps parallel and split long procedures into smaller tasks.
Prefer active voice, present tense, short sentences, contractions, and plain English.
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Format error messages and strings in quotation marks, keeping literal code strings in code formatting when clearer
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Use italics for new terms on first use, sparingly and only when introducing the term
Use italics for publication titles
Format keyboard shortcuts in plain text, such as Press Ctrl+Alt+Delete
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Use syntax highlighting when the format supports it for code blocks
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Use descriptive anchor text that matches the destination title when possible for links
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Include acronyms in link text when a linked term includes an acronym
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Avoid links that pull readers away from a procedure unless the link is a p...
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**/SKILL.md: Do not flag SKILL.md files for missing SPDX headers. Skill entrypoints intentionally start with YAML frontmatter instead.
Verify that every SKILL.md keeps valid YAML frontmatter with at least name and description fields before the Markdown body.
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🔇 Additional comments (9)
docs/about-nemo-relay/concepts/events.mdx (2)
112-116: LGTM!Also applies to: 129-153
155-158: 🗄️ Data Integrity & IntegrationNo change needed. ATIF omits marks, and OpenTelemetry/OpenInference honor
mark_projectionfor parented marks.skills/nemo-relay-setup-observability/SKILL.md (2)
44-47: LGTM!
44-47: 📐 Maintainability & Code QualityNo issue:
skills/nemo-relay-setup-observability/SKILL.mdalready has valid YAML frontmatter withnameanddescription.> Likely an incorrect or invalid review comment.docs/nemo-relay-cli/basic-usage.mdx (1)
309-309: LGTM!docs/nemo-relay-cli/claude-code.mdx (1)
126-129: LGTM!docs/nemo-relay-cli/codex.mdx (1)
184-186: LGTM!docs/supported-integrations/about.mdx (1)
43-44: LGTM!docs/supported-integrations/deepagents.mdx (1)
112-113: LGTM!
# Conflicts: # skills/nemo-relay-setup-observability/SKILL.md
Signed-off-by: Will Killian <wkillian@nvidia.com>
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Actionable comments posted: 1
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Inline comments:
In `@docs/about-nemo-relay/concepts/events.mdx`:
- Line 137: Update the shell_read documentation to include complete batcat reads
in the supported standalone-reader examples. Modify
docs/about-nemo-relay/concepts/events.mdx lines 137-137 and
docs/nemo-relay-cli/codex.mdx lines 184-186, keeping both descriptions
consistent with the current implementation.
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Fix all unresolved CodeRabbit comments on this PR:
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- Create a new PR with the fixes
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**/*.mdx
📄 CodeRabbit inference engine (.agents/skills/review-doc-style/SKILL.md)
MDX top-of-file SPDX comments must use {/* ... */} delimiters instead of HTML comment delimiters (Must-Fix)
In MDX files, top-of-file comments must use JSX comment delimiters (
{/*to open and*/}to close); do not use HTML comments for MDX SPDX headers
Files:
docs/nemo-relay-cli/basic-usage.mdxdocs/nemo-relay-cli/hermes.mdxdocs/nemo-relay-cli/codex.mdxdocs/nemo-relay-cli/claude-code.mdxdocs/about-nemo-relay/concepts/events.mdx
**/*.{md,mdx}
📄 CodeRabbit inference engine (AGENTS.md)
Update
README.md,fern/, package READMEs, and binding-support notes when public behavior, package names, examples, or supported bindings change.
**/*.{md,mdx}: Prefer the documented public API, not internal shortcuts
Keep package names, repo references, and build commands current
Keep release-process and release-notes guidance in repo-maintainer docs such asRELEASING.md, not as user-facing docs pages orCHANGELOG.md
Keep stable user-facing wrappers atscripts/root in docs and examples; only point at namespaced helper paths when documenting internal maintenance work
When detailed dynamic plugin guides exist, keep Rust native plugin examples, Python worker plugin examples, andgrpc-v1protocol details on separate pagesIf links in documentation change, run
just docs-linkcheck.
Files:
docs/nemo-relay-cli/basic-usage.mdxdocs/nemo-relay-cli/hermes.mdxdocs/nemo-relay-cli/codex.mdxdocs/nemo-relay-cli/claude-code.mdxdocs/about-nemo-relay/concepts/events.mdx
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**/*: Format changed files with the language-native formatter before the final lint/test pass.
If dynamic plugin behavior changed, usemaintain-dynamic-pluginsand include the native SDK, worker protocol, Python SDK, docs, packaging, and Codecov surfaces in the validation plan.
If code changes alter APIs, bindings, commands, paths, packaging behavior, observability/adaptive semantics, or documented best practices, update any dependent maintainer or consumer skills in the same branch.
During iteration, preferuv run pre-commit run --files <changed files...>.
Before review or handoff, runuv run pre-commit run --all-files.
Files:
docs/nemo-relay-cli/basic-usage.mdxdocs/nemo-relay-cli/hermes.mdxdocs/nemo-relay-cli/codex.mdxdocs/nemo-relay-cli/claude-code.mdxdocs/about-nemo-relay/concepts/events.mdx
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{docs/**,README.md,CONTRIBUTING.md,RELEASING.md,SECURITY.md}
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docs/nemo-relay-cli/basic-usage.mdx (1)
307-310: LGTM!docs/nemo-relay-cli/claude-code.mdx (1)
123-135: LGTM!docs/nemo-relay-cli/hermes.mdx (1)
131-133: LGTM!
Signed-off-by: Will Killian <wkillian@nvidia.com>
Signed-off-by: Will Killian <wkillian@nvidia.com>
Signed-off-by: Will Killian <wkillian@nvidia.com>
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Actionable comments posted: 1
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⚠️ Outside diff range comments (1)
docs/about-nemo-relay/concepts/events.mdx (1)
140-145: 🎯 Functional Correctness | 🟡 Minor | ⚡ Quick winDocument the case-insensitive
SKILL.mdmatch.
crates/core/src/api/skill_load.rs:208compares the filename witheq_ignore_ascii_case("SKILL.md"), but this wording implies an exact-case suffix. Clarify that the final path component is matched case-insensitively.As per path instructions, documentation must remain technically accurate against the current API and behavior.
Proposed wording
-For reader detections, the path must end in `SKILL.md`; the skill name is its +For reader detections, the final path component must be `SKILL.md` (matched +case-insensitively); the skill name is its🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@docs/about-nemo-relay/concepts/events.mdx` around lines 140 - 145, Update the reader-detection documentation to state that the final path component is matched case-insensitively against SKILL.md, while preserving the existing requirement that it be the immediate parent skill file and leaving the other exclusions unchanged.Source: Path instructions
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Inline comments:
In `@docs/nemo-relay-cli/basic-usage.mdx`:
- Around line 307-310: Update the Claude Code row in the hook mapping table to
include the private correlation hooks AfterAgentResponse and AfterAgentThought
alongside UserPromptSubmit and Stop, keeping the table consistent with the
documented runtime behavior.
---
Outside diff comments:
In `@docs/about-nemo-relay/concepts/events.mdx`:
- Around line 140-145: Update the reader-detection documentation to state that
the final path component is matched case-insensitively against SKILL.md, while
preserving the existing requirement that it be the immediate parent skill file
and leaving the other exclusions unchanged.
🪄 Autofix (Beta)
Fix all unresolved CodeRabbit comments on this PR:
- Push a commit to this branch (recommended)
- Create a new PR with the fixes
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📓 Path-based instructions (7)
**/*.mdx
📄 CodeRabbit inference engine (.agents/skills/review-doc-style/SKILL.md)
MDX top-of-file SPDX comments must use {/* ... */} delimiters instead of HTML comment delimiters (Must-Fix)
In MDX files, top-of-file comments must use JSX comment delimiters (
{/*to open and*/}to close); do not use HTML comments for MDX SPDX headers
Files:
docs/about-nemo-relay/concepts/events.mdxdocs/nemo-relay-cli/basic-usage.mdx
**/*.{md,mdx}
📄 CodeRabbit inference engine (AGENTS.md)
Update
README.md,fern/, package READMEs, and binding-support notes when public behavior, package names, examples, or supported bindings change.
**/*.{md,mdx}: Prefer the documented public API, not internal shortcuts
Keep package names, repo references, and build commands current
Keep release-process and release-notes guidance in repo-maintainer docs such asRELEASING.md, not as user-facing docs pages orCHANGELOG.md
Keep stable user-facing wrappers atscripts/root in docs and examples; only point at namespaced helper paths when documenting internal maintenance work
When detailed dynamic plugin guides exist, keep Rust native plugin examples, Python worker plugin examples, andgrpc-v1protocol details on separate pagesIf links in documentation change, run
just docs-linkcheck.
Files:
docs/about-nemo-relay/concepts/events.mdxdocs/nemo-relay-cli/basic-usage.mdx
**/*.{md,markdown,mdx}
📄 CodeRabbit inference engine (CONTRIBUTING.md)
Add the SPDX license header to all Markdown/MDX documentation files using the HTML comment block form.
Files:
docs/about-nemo-relay/concepts/events.mdxdocs/nemo-relay-cli/basic-usage.mdx
{docs,examples}/**/*
📄 CodeRabbit inference engine (.agents/skills/rename-surfaces/SKILL.md)
Update docs and examples.
Files:
docs/about-nemo-relay/concepts/events.mdxdocs/nemo-relay-cli/basic-usage.mdx
**/*
📄 CodeRabbit inference engine (.agents/skills/validate-change/SKILL.md)
**/*: Format changed files with the language-native formatter before the final lint/test pass.
If dynamic plugin behavior changed, usemaintain-dynamic-pluginsand include the native SDK, worker protocol, Python SDK, docs, packaging, and Codecov surfaces in the validation plan.
If code changes alter APIs, bindings, commands, paths, packaging behavior, observability/adaptive semantics, or documented best practices, update any dependent maintainer or consumer skills in the same branch.
During iteration, preferuv run pre-commit run --files <changed files...>.
Before review or handoff, runuv run pre-commit run --all-files.
Files:
docs/about-nemo-relay/concepts/events.mdxdocs/nemo-relay-cli/basic-usage.mdx
docs/**/*
📄 CodeRabbit inference engine (.agents/skills/validate-change/SKILL.md)
If documentation examples or commands under
docs/change, run the targeted docs checks appropriate to the change.
Files:
docs/about-nemo-relay/concepts/events.mdxdocs/nemo-relay-cli/basic-usage.mdx
{docs/**,README.md,CONTRIBUTING.md,RELEASING.md,SECURITY.md}
⚙️ CodeRabbit configuration file
{docs/**,README.md,CONTRIBUTING.md,RELEASING.md,SECURITY.md}: Review documentation for technical accuracy against the current API, command correctness, and consistency across language bindings.
Flag stale examples, missing SPDX headers where required, and instructions that no longer match CI or pre-commit behavior.
Files:
docs/about-nemo-relay/concepts/events.mdxdocs/nemo-relay-cli/basic-usage.mdx
🔇 Additional comments (1)
docs/about-nemo-relay/concepts/events.mdx (1)
112-139: LGTM!Also applies to: 147-176
Signed-off-by: Will Killian <wkillian@nvidia.com>
Signed-off-by: Will Killian <wkillian@nvidia.com>
Signed-off-by: Will Killian <wkillian@nvidia.com>
Signed-off-by: Will Killian <wkillian@nvidia.com>
Co-authored-by: lvojtku <lvojtku@nvidia.com> Signed-off-by: Will Killian <2007799+willkill07@users.noreply.github.com>
|
/merge |
4 participants
Overview
Documents the automatic skill-load marks implemented by merged PRs #391 and #392. This docs-only PR is the third and final part of the RELAY-443 stack.
Details
SKILL.mdreads and inferred Claude Code skill loads, including source values, eager timing, parentage, deduplication, and non-emitting partial reads.Validation:
just docsuv run pre-commit run --all-filesWhere should the reviewer start?
Start with
docs/about-nemo-relay/concepts/events.mdx, then review the Claude Code and Codex capture sections.Related Issues: (use one of the action keywords Closes / Fixes / Resolves / Relates to)